{"id":7434,"date":"2020-02-06T13:13:44","date_gmt":"2020-02-06T12:13:44","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7434"},"modified":"2022-12-27T14:22:46","modified_gmt":"2022-12-27T13:22:46","slug":"ai-hardware-acceleration","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-hardware-acceleration\/","title":{"rendered":"KI-Hardwarebeschleunigung"},"content":{"rendered":"
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Ausgabe 01\/2020<\/p>\n <\/div>\n <\/div>\n

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K\u00fcnstliche Intelligenz<\/span><\/a>\n <\/span>\n <\/div>\n <\/div>\n
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KI-Hardwarebeschleunigung<\/h1>\n <\/div>\n <\/div>\n
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Die immer komplexer werdenden KI-Modelle beanspruchen sehr viel Energie und Leistung. Konventionelle Computerarchitekturen sto\u00dfen da schnell an ihre Grenzen. Deshalb arbeiten Ingenieure vermehrt an der Entwicklung von Hardware, die auf KI spezialisiert ist. Dank der effizienteren und schnelleren Berechnung der KI-Modelle auf Spezial-Hardware k\u00f6nnen die immer komplexer werdenden Anwendungen sogar auf mobilen Endger\u00e4ten genutzt werden. Aber um KI-Software und -Hardware einsetzen zu k\u00f6nnen, braucht man das n\u00f6tige Know-how. Und daran fehlt es. Studien zeigen, dass der Mangel an Fachkr\u00e4ften insbesondere kleine und mittelgro\u00dfe Unternehmen davon abh\u00e4lt, KI-L\u00f6sungen einzusetzen, und wom\u00f6glich deren Wettbewerbsf\u00e4higkeit bedroht.<\/p>\n

Hilfe kommt von den Hochschulen: Das KI-Qualifizierungsprojekt HAISEM-Lab<\/a> bietet ab 2020 ein- bis zweit\u00e4gige Kurse speziell f\u00fcr Mitarbeiter kleiner und mittelst\u00e4ndischer Unternehmen an. Projektpartner sind das L3S, das Institut f\u00fcr Mikroelektronische Systeme (beide Leibniz Universit\u00e4t Hannover) und die Arbeitsgruppe Software Systems Engineering der Universit\u00e4t Hildesheim. Gemeinsam nutzen sie ihre umfangreichen Erfahrungen, um den Teilnehmern neben grundlegenden KI-Kompetenzen insbesondere die notwendigen Methoden zu vermitteln, um KI-Beschleuniger auf verschiedenen Hardwareplattformen entwickeln und anwenden zu k\u00f6nnen. Dazu stellen die Projektpartner den Teilnehmern Spezial-Hardware wie GPUs, FPGAs und TPUs zur Verf\u00fcgung. Besonderer Wert wird auf die Praxisanteile und die Praxisphasen der Kurse gelegt, damit die Teilnehmer ihr erlerntes Wissen direkt anwenden und vertiefen k\u00f6nnen.<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Vorgestellte Projekte<\/h6>\n <\/div>\n <\/div>\n
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Kontakt<\/h6>\n <\/div>\n <\/div>\n
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Dr. Sergei Zerr<\/h6>\n <\/div>\n <\/div>\n
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szerr@l3s.de<\/span><\/a>\n <\/span>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n
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Sergej Zerr war Forschungsgruppenleiter am L3S und befasste sich mit KI f\u00fcr die intelligente Produktion. Er leitete das HAISEM-Lab und das Forschungslabor \"Gesellschaft und Arbeit\".<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Issue: 01\/2020 K\u00fcnstliche Intelligenz AI Hardware Acceleration The increasingly complex AI models require a lot of energy and power. Conventional computer architectures quickly reach their limits here. Therefore, engineers are increasingly working on the development of hardware specialized in AI. Thanks to the more efficient and faster calculation of AI models on special hardware, the […]<\/p>","protected":false},"author":7,"featured_media":7435,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,83],"class_list":["post-7434","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2020-01"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-05 02:41:47","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7434","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=7434"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7434\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/7435"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=7434"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=7434"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=7434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}